Overview

Dataset statistics

Number of variables20
Number of observations122
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory41.8 KiB
Average record size in memory351.2 B

Variable types

NUM15
CAT4
BOOL1

Reproduction

Analysis started2020-08-17 01:45:29.828280
Analysis finished2020-08-17 01:45:51.826574
Duration22 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

1인가구구성원수 is highly correlated with 주민등록인구 and 1 other fieldsHigh correlation
주민등록인구 is highly correlated with 1인가구구성원수 and 1 other fieldsHigh correlation
다인가구구성원수 is highly correlated with 주민등록인구 and 1 other fieldsHigh correlation
총인구수 is highly correlated with 자동차등록대수 and 2 other fieldsHigh correlation
자동차등록대수 is highly correlated with 총인구수High correlation
경제활동인구 is highly correlated with 총인구수 and 1 other fieldsHigh correlation
20~64세(여) is highly correlated with 경제활동인구 and 1 other fieldsHigh correlation
지점명 has unique values Unique
3km내 경쟁 has 35 (28.7%) zeros Zeros
3km내 모든 has 32 (26.2%) zeros Zeros
카페(1년) has 2 (1.6%) zeros Zeros
블로그(1년) has 4 (3.3%) zeros Zeros
1km내 전통시장수 has 76 (62.3%) zeros Zeros
백화점 has 57 (46.7%) zeros Zeros

Variables


Categorical

Distinct count16
Unique (%)13.1%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
경기도
33
서울특별시
15
인천광역시
11
경상남도
11
부산광역시
10
Other values (11)
42
ValueCountFrequency (%) 
경기도3327.0%
 
서울특별시1512.3%
 
인천광역시119.0%
 
경상남도119.0%
 
부산광역시108.2%
 
충청남도75.7%
 
전라북도64.9%
 
전라남도54.1%
 
충청북도54.1%
 
대전광역시43.3%
 
광주광역시43.3%
 
대구광역시32.5%
 
강원도32.5%
 
울산광역시21.6%
 
경상북도21.6%
 
제주특별자치도10.8%
 

Length

Max length7
Median length4
Mean length4.131147541
Min length3

Overview of Unicode Properties

Unique unicode characters29
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
7314.5%
 
499.7%
 
469.1%
 
387.5%
 
346.7%
 
336.5%
 
234.6%
 
173.4%
 
163.2%
 
163.2%
 
153.0%
 
153.0%
 
132.6%
 
132.6%
 
122.4%
 
122.4%
 
122.4%
 
112.2%
 
112.2%
 
112.2%
 
102.0%
 
71.4%
 
51.0%
 
30.6%
 
30.6%
 
Other values (4)61.2%
 

Most occurring categories

ValueCountFrequency (%) 
Other Letter504100.0%
 

Most frequent Other Letter characters

ValueCountFrequency (%) 
7314.5%
 
499.7%
 
469.1%
 
387.5%
 
346.7%
 
336.5%
 
234.6%
 
173.4%
 
163.2%
 
163.2%
 
153.0%
 
153.0%
 
132.6%
 
132.6%
 
122.4%
 
122.4%
 
122.4%
 
112.2%
 
112.2%
 
112.2%
 
102.0%
 
71.4%
 
51.0%
 
30.6%
 
30.6%
 
Other values (4)61.2%
 

Most occurring scripts

ValueCountFrequency (%) 
Hangul504100.0%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
7314.5%
 
499.7%
 
469.1%
 
387.5%
 
346.7%
 
336.5%
 
234.6%
 
173.4%
 
163.2%
 
163.2%
 
153.0%
 
153.0%
 
132.6%
 
132.6%
 
122.4%
 
122.4%
 
122.4%
 
112.2%
 
112.2%
 
112.2%
 
102.0%
 
71.4%
 
51.0%
 
30.6%
 
30.6%
 
Other values (4)61.2%
 

Most occurring blocks

ValueCountFrequency (%) 
Hangul504100.0%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
7314.5%
 
499.7%
 
469.1%
 
387.5%
 
346.7%
 
336.5%
 
234.6%
 
173.4%
 
163.2%
 
163.2%
 
153.0%
 
153.0%
 
132.6%
 
132.6%
 
122.4%
 
122.4%
 
122.4%
 
112.2%
 
112.2%
 
112.2%
 
102.0%
 
71.4%
 
51.0%
 
30.6%
 
30.6%
 
Other values (4)61.2%
 

지점명
Categorical

UNIQUE

Distinct count122
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
송도점
 
1
수원점
 
1
판교점
 
1
성정점
 
1
울산점
 
1
Other values (117)
117
ValueCountFrequency (%) 
송도점10.8%
 
수원점10.8%
 
판교점10.8%
 
성정점10.8%
 
울산점10.8%
 
선부점10.8%
 
오산점10.8%
 
해운대점(폐점)10.8%
 
동대전점(폐점)10.8%
 
진해점10.8%
 
의왕점10.8%
 
화명점10.8%
 
노은점10.8%
 
충주점10.8%
 
제주점10.8%
 
서산점10.8%
 
사하점10.8%
 
김포공항점(롯데몰)10.8%
 
구미점10.8%
 
관악점(폐점)10.8%
 
이천점10.8%
 
부산점10.8%
 
정읍점10.8%
 
장암점10.8%
 
양주점(폐점)10.8%
 
Other values (97)9779.5%
 

Length

Max length10
Median length3
Mean length4.008196721
Min length3

Overview of Unicode Properties

Unique unicode characters141
Unique unicode categories (?)4
Unique unicode scripts (?)2
Unique unicode blocks (?)2
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
13126.8%
 
(173.5%
 
)173.5%
 
132.7%
 
122.5%
 
102.0%
 
91.8%
 
91.8%
 
91.8%
 
81.6%
 
71.4%
 
71.4%
 
61.2%
 
61.2%
 
61.2%
 
51.0%
 
51.0%
 
51.0%
 
51.0%
 
40.8%
 
40.8%
 
40.8%
 
40.8%
 
40.8%
 
40.8%
 
Other values (116)17836.4%
 

Most occurring categories

ValueCountFrequency (%) 
Other Letter45492.8%
 
Open Punctuation173.5%
 
Close Punctuation173.5%
 
Space Separator10.2%
 

Most frequent Other Letter characters

ValueCountFrequency (%) 
13128.9%
 
132.9%
 
122.6%
 
102.2%
 
92.0%
 
92.0%
 
92.0%
 
81.8%
 
71.5%
 
71.5%
 
61.3%
 
61.3%
 
61.3%
 
51.1%
 
51.1%
 
51.1%
 
51.1%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
30.7%
 
30.7%
 
Other values (113)17137.7%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(17100.0%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)17100.0%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
1100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Hangul45492.8%
 
Common357.2%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
13128.9%
 
132.9%
 
122.6%
 
102.2%
 
92.0%
 
92.0%
 
92.0%
 
81.8%
 
71.5%
 
71.5%
 
61.3%
 
61.3%
 
61.3%
 
51.1%
 
51.1%
 
51.1%
 
51.1%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
30.7%
 
30.7%
 
Other values (113)17137.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
(1748.6%
 
)1748.6%
 
12.9%
 

Most occurring blocks

ValueCountFrequency (%) 
Hangul45492.8%
 
ASCII357.2%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
13128.9%
 
132.9%
 
122.6%
 
102.2%
 
92.0%
 
92.0%
 
92.0%
 
81.8%
 
71.5%
 
71.5%
 
61.3%
 
61.3%
 
61.3%
 
51.1%
 
51.1%
 
51.1%
 
51.1%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
40.9%
 
30.7%
 
30.7%
 
Other values (113)17137.7%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
(1748.6%
 
)1748.6%
 
12.9%
 

3km내 자사
Categorical

Distinct count4
Unique (%)3.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
102
1
 
12
2
 
6
3
 
2
ValueCountFrequency (%) 
010283.6%
 
1129.8%
 
264.9%
 
321.6%
 

Length

Max length1
Median length1
Mean length1
Min length1

Overview of Unicode Properties

Unique unicode characters4
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
010283.6%
 
1129.8%
 
264.9%
 
321.6%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number122100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
010283.6%
 
1129.8%
 
264.9%
 
321.6%
 

Most occurring scripts

ValueCountFrequency (%) 
Common122100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
010283.6%
 
1129.8%
 
264.9%
 
321.6%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII122100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
010283.6%
 
1129.8%
 
264.9%
 
321.6%
 

3km내 경쟁
Real number (ℝ≥0)

ZEROS

Distinct count6
Unique (%)4.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2459016393442623
Minimum0
Maximum5
Zeros35
Zeros (%)28.7%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile3
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.152155547
Coefficient of variation (CV)0.9247564255
Kurtosis0.9389886902
Mean1.245901639
Median Absolute Deviation (MAD)1
Skewness1.02013319
Sum152
Variance1.327462403
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14637.7%
 
03528.7%
 
22520.5%
 
3108.2%
 
443.3%
 
521.6%
 
ValueCountFrequency (%) 
03528.7%
 
14637.7%
 
22520.5%
 
3108.2%
 
443.3%
 
521.6%
 
ValueCountFrequency (%) 
521.6%
 
443.3%
 
3108.2%
 
22520.5%
 
14637.7%
 
03528.7%
 

3km내 모든
Real number (ℝ≥0)

ZEROS

Distinct count7
Unique (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4918032786885247
Minimum0
Maximum6
Zeros32
Zeros (%)26.2%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4.95
Maximum6
Range6
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.392102291
Coefficient of variation (CV)0.9331674695
Kurtosis0.8666615557
Mean1.491803279
Median Absolute Deviation (MAD)1
Skewness1.082318043
Sum182
Variance1.937948787
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14032.8%
 
03226.2%
 
22722.1%
 
3129.8%
 
564.9%
 
443.3%
 
610.8%
 
ValueCountFrequency (%) 
03226.2%
 
14032.8%
 
22722.1%
 
3129.8%
 
443.3%
 
564.9%
 
610.8%
 
ValueCountFrequency (%) 
610.8%
 
564.9%
 
443.3%
 
3129.8%
 
22722.1%
 
14032.8%
 
03226.2%
 

주차공간
Real number (ℝ≥0)

Distinct count109
Unique (%)89.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean911.311475409836
Minimum126
Maximum5000
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum126
5-th percentile280.4
Q1474.75
median655
Q3937.25
95-th percentile2399.25
Maximum5000
Range4874
Interquartile range (IQR)462.5

Descriptive statistics

Standard deviation809.3683496
Coefficient of variation (CV)0.8881358037
Kurtosis8.220309706
Mean911.3114754
Median Absolute Deviation (MAD)193
Skewness2.682779783
Sum111180
Variance655077.1253
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
65564.9%
 
59921.6%
 
37221.6%
 
83321.6%
 
61121.6%
 
55821.6%
 
38221.6%
 
47321.6%
 
53921.6%
 
59210.8%
 
59310.8%
 
57810.8%
 
80010.8%
 
58510.8%
 
83910.8%
 
32010.8%
 
33910.8%
 
76010.8%
 
59610.8%
 
57310.8%
 
211410.8%
 
86010.8%
 
390310.8%
 
60710.8%
 
61410.8%
 
Other values (84)8468.9%
 
ValueCountFrequency (%) 
12610.8%
 
13210.8%
 
18110.8%
 
21510.8%
 
23710.8%
 
27110.8%
 
28010.8%
 
28810.8%
 
31410.8%
 
31910.8%
 
ValueCountFrequency (%) 
500010.8%
 
390310.8%
 
372810.8%
 
360810.8%
 
355910.8%
 
279310.8%
 
240910.8%
 
221410.8%
 
217910.8%
 
211410.8%
 

카페(1년)
Real number (ℝ≥0)

ZEROS

Distinct count91
Unique (%)74.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean90.0
Minimum0
Maximum479
Zeros2
Zeros (%)1.6%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile6.05
Q131
median67.5
Q3121.5
95-th percentile278.7
Maximum479
Range479
Interquartile range (IQR)90.5

Descriptive statistics

Standard deviation84.18093461
Coefficient of variation (CV)0.9353437179
Kurtosis4.695310892
Mean90
Median Absolute Deviation (MAD)41
Skewness1.914471637
Sum10980
Variance7086.429752
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
743.3%
 
232.5%
 
5132.5%
 
6732.5%
 
1032.5%
 
021.6%
 
7221.6%
 
6421.6%
 
7921.6%
 
2621.6%
 
4721.6%
 
2121.6%
 
8621.6%
 
14821.6%
 
8821.6%
 
3021.6%
 
13521.6%
 
5321.6%
 
5821.6%
 
9921.6%
 
10121.6%
 
4121.6%
 
621.6%
 
5421.6%
 
4421.6%
 
Other values (66)6654.1%
 
ValueCountFrequency (%) 
021.6%
 
232.5%
 
621.6%
 
743.3%
 
810.8%
 
1032.5%
 
1310.8%
 
1410.8%
 
1610.8%
 
1810.8%
 
ValueCountFrequency (%) 
47910.8%
 
36210.8%
 
34310.8%
 
33910.8%
 
32610.8%
 
29110.8%
 
28110.8%
 
23510.8%
 
20310.8%
 
20010.8%
 

블로그(1년)
Real number (ℝ≥0)

ZEROS

Distinct count105
Unique (%)86.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean173.48360655737704
Minimum0
Maximum841
Zeros4
Zeros (%)3.3%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile7.05
Q157.25
median145
Q3249.75
95-th percentile441.7
Maximum841
Range841
Interquartile range (IQR)192.5

Descriptive statistics

Standard deviation151.3689179
Coefficient of variation (CV)0.8725257731
Kurtosis2.676505253
Mean173.4836066
Median Absolute Deviation (MAD)95
Skewness1.413170133
Sum21165
Variance22912.54932
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
043.3%
 
15432.5%
 
3232.5%
 
5732.5%
 
2421.6%
 
1921.6%
 
7821.6%
 
8021.6%
 
2621.6%
 
6721.6%
 
37121.6%
 
32121.6%
 
32810.8%
 
6510.8%
 
84110.8%
 
6410.8%
 
7510.8%
 
6810.8%
 
8410.8%
 
33810.8%
 
8610.8%
 
8810.8%
 
8910.8%
 
9410.8%
 
35410.8%
 
Other values (80)8065.6%
 
ValueCountFrequency (%) 
043.3%
 
110.8%
 
310.8%
 
710.8%
 
810.8%
 
1610.8%
 
1810.8%
 
1921.6%
 
2421.6%
 
2621.6%
 
ValueCountFrequency (%) 
84110.8%
 
62110.8%
 
56410.8%
 
55610.8%
 
48110.8%
 
46410.8%
 
44310.8%
 
41710.8%
 
41610.8%
 
41010.8%
 

자동차등록대수
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count93
Unique (%)76.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean120968.18852459016
Minimum24576
Maximum234199
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum24576
5-th percentile40606.45
Q182058.25
median118093.5
Q3160389
95-th percentile204574
Maximum234199
Range209623
Interquartile range (IQR)78330.75

Descriptive statistics

Standard deviation50806.87466
Coefficient of variation (CV)0.4200019466
Kurtosis-0.7455023258
Mean120968.1885
Median Absolute Deviation (MAD)36803
Skewness0.1607005321
Sum14758119
Variance2581338513
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20457432.5%
 
16038932.5%
 
8535132.5%
 
19498232.5%
 
18887232.5%
 
11133521.6%
 
11003121.6%
 
12936021.6%
 
11869821.6%
 
17442621.6%
 
16316321.6%
 
16965821.6%
 
10746021.6%
 
20591921.6%
 
15080021.6%
 
16969921.6%
 
12644321.6%
 
13945121.6%
 
13835321.6%
 
22888321.6%
 
15411721.6%
 
13774121.6%
 
16462321.6%
 
5493021.6%
 
11602210.8%
 
Other values (68)6855.7%
 
ValueCountFrequency (%) 
2457610.8%
 
2790510.8%
 
3127810.8%
 
3170010.8%
 
3897510.8%
 
3952610.8%
 
4046310.8%
 
4333210.8%
 
4693410.8%
 
4720510.8%
 
ValueCountFrequency (%) 
23419910.8%
 
22888321.6%
 
22230910.8%
 
20591921.6%
 
20457432.5%
 
19498232.5%
 
18887232.5%
 
18398210.8%
 
17804110.8%
 
17442621.6%
 

주민등록인구
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count83
Unique (%)68.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean471057.65573770495
Minimum41910
Maximum1194465
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum41910
5-th percentile114774.5
Q1241365.5
median386496.5
Q3650918
95-th percentile1066351
Maximum1194465
Range1152555
Interquartile range (IQR)409552.5

Descriptive statistics

Standard deviation304572.9477
Coefficient of variation (CV)0.6465725457
Kurtosis0.01217541353
Mean471057.6557
Median Absolute Deviation (MAD)159921.5
Skewness0.9561408324
Sum57469034
Variance9.276468045e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
104474054.1%
 
119446554.1%
 
65091843.3%
 
51157732.5%
 
34937332.5%
 
67596132.5%
 
47368232.5%
 
106635132.5%
 
83956632.5%
 
28278621.6%
 
54245521.6%
 
45186821.6%
 
36655021.6%
 
28129121.6%
 
65225821.6%
 
54455621.6%
 
40531521.6%
 
13513521.6%
 
40610221.6%
 
31439521.6%
 
30097521.6%
 
94272421.6%
 
70183021.6%
 
65439421.6%
 
105960921.6%
 
Other values (58)5847.5%
 
ValueCountFrequency (%) 
4191010.8%
 
8110510.8%
 
8144110.8%
 
9476810.8%
 
10042310.8%
 
11054110.8%
 
11466410.8%
 
11687410.8%
 
12617110.8%
 
13140410.8%
 
ValueCountFrequency (%) 
119446554.1%
 
106635132.5%
 
105960921.6%
 
104474054.1%
 
94272421.6%
 
83956632.5%
 
70183021.6%
 
67596132.5%
 
65439421.6%
 
65225821.6%
 

경제활동인구
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count93
Unique (%)76.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean210234.26295081966
Minimum24085.134
Maximum447885.496
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum24085.134
5-th percentile74532.6727
Q1140663.3415
median206590.445
Q3267766.659
95-th percentile352518.48
Maximum447885.496
Range423800.362
Interquartile range (IQR)127103.3175

Descriptive statistics

Standard deviation92151.43885
Coefficient of variation (CV)0.4383274047
Kurtosis-0.2074442912
Mean210234.263
Median Absolute Deviation (MAD)63779.75
Skewness0.3744634701
Sum25648580.08
Variance8491887683
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
421399.80332.5%
 
303919.31232.5%
 
326557.00832.5%
 
223574.35232.5%
 
184107.921.6%
 
352518.4821.6%
 
300086.14821.6%
 
249920.10421.6%
 
261581.121.6%
 
89770.6821.6%
 
233372.84321.6%
 
235015.55821.6%
 
234337.81221.6%
 
241189.48821.6%
 
308778.28821.6%
 
447885.49621.6%
 
207082.2621.6%
 
182935.3521.6%
 
221411.8221.6%
 
288380.60621.6%
 
176296.19421.6%
 
193253.97821.6%
 
186187.521.6%
 
110400.5721.6%
 
342135.3621.6%
 
Other values (68)6855.7%
 
ValueCountFrequency (%) 
24085.13410.8%
 
50099.40610.8%
 
53996.0310.8%
 
59657.49810.8%
 
66008.5810.8%
 
67761.22810.8%
 
74467.10410.8%
 
75778.47810.8%
 
79077.2410.8%
 
81898.1110.8%
 
ValueCountFrequency (%) 
447885.49621.6%
 
421399.80332.5%
 
368395.73110.8%
 
352518.4821.6%
 
342135.3621.6%
 
335467.7910.8%
 
332069.85910.8%
 
331018.37410.8%
 
326557.00832.5%
 
313143.23710.8%
 

지방세부담액
Real number (ℝ≥0)

Distinct count83
Unique (%)68.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1238.0797540983608
Minimum135.9
Maximum10088.84
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum135.9
5-th percentile356.5365
Q1794.185
median1115.67
Q31497.79
95-th percentile2079.1895
Maximum10088.84
Range9952.94
Interquartile range (IQR)703.605

Descriptive statistics

Standard deviation988.4766183
Coefficient of variation (CV)0.7983949459
Kurtosis53.28351248
Mean1238.079754
Median Absolute Deviation (MAD)366.39
Skewness6.118408281
Sum151045.73
Variance977086.025
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1240.1754.1%
 
1259.954.1%
 
1174.5343.3%
 
1184.0532.5%
 
630.4732.5%
 
1947.8332.5%
 
149.3632.5%
 
1951.8732.5%
 
1198.732.5%
 
942.9521.6%
 
2080.6921.6%
 
396.821.6%
 
1515.4221.6%
 
972.8921.6%
 
1073.1321.6%
 
1497.7921.6%
 
1086.9521.6%
 
368.6321.6%
 
1049.5321.6%
 
1734.4721.6%
 
1797.9621.6%
 
896.2321.6%
 
1487.6821.6%
 
929.5521.6%
 
1013.2721.6%
 
Other values (58)5847.5%
 
ValueCountFrequency (%) 
135.910.8%
 
149.3632.5%
 
165.3810.8%
 
298.0210.8%
 
355.910.8%
 
368.6321.6%
 
396.821.6%
 
418.1210.8%
 
458.4310.8%
 
503.0110.8%
 
ValueCountFrequency (%) 
10088.8410.8%
 
3613.3610.8%
 
2881.7410.8%
 
2193.5210.8%
 
2128.8810.8%
 
2080.6921.6%
 
2050.6810.8%
 
2027.5410.8%
 
2011.8110.8%
 
1951.8732.5%
 

1인가구구성원수
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count82
Unique (%)67.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49574.024590163935
Minimum8696
Maximum129612
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum8696
5-th percentile13840.95
Q126658
median41248
Q363451
95-th percentile108280
Maximum129612
Range120916
Interquartile range (IQR)36793

Descriptive statistics

Standard deviation31091.83004
Coefficient of variation (CV)0.6271798648
Kurtosis0.2830779345
Mean49574.02459
Median Absolute Deviation (MAD)15589
Skewness1.023841832
Sum6048031
Variance966701895.1
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10828054.1%
 
12961254.1%
 
7360443.3%
 
8459532.5%
 
6345132.5%
 
9783732.5%
 
4860732.5%
 
4440232.5%
 
1836432.5%
 
4650232.5%
 
4124821.6%
 
2665821.6%
 
4102421.6%
 
4157321.6%
 
3115921.6%
 
8365721.6%
 
3819721.6%
 
7656221.6%
 
4869721.6%
 
7536021.6%
 
4001821.6%
 
3582321.6%
 
1716221.6%
 
10289521.6%
 
3652821.6%
 
Other values (57)5746.7%
 
ValueCountFrequency (%) 
869610.8%
 
1016710.8%
 
1082510.8%
 
1086910.8%
 
1105410.8%
 
1349610.8%
 
1382810.8%
 
1408710.8%
 
1496410.8%
 
1564210.8%
 
ValueCountFrequency (%) 
12961254.1%
 
11273310.8%
 
10828054.1%
 
10289521.6%
 
9783732.5%
 
8459532.5%
 
8365721.6%
 
7656221.6%
 
7536021.6%
 
7360443.3%
 

다인가구구성원수
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count82
Unique (%)67.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean413978.34426229505
Minimum33046
Maximum1062406
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum33046
5-th percentile98289.95
Q1206705
median332319.5
Q3557286.75
95-th percentile995424.85
Maximum1062406
Range1029360
Interquartile range (IQR)350581.75

Descriptive statistics

Standard deviation275953.803
Coefficient of variation (CV)0.666589948
Kurtosis0.1242420085
Mean413978.3443
Median Absolute Deviation (MAD)139713
Skewness1.028129434
Sum50505358
Variance7.615050137e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
93249354.1%
 
106240654.1%
 
58044343.3%
 
99158432.5%
 
20670532.5%
 
60863832.5%
 
30503032.5%
 
74370332.5%
 
43496632.5%
 
45533932.5%
 
27723321.6%
 
57904521.6%
 
25009121.6%
 
34554821.6%
 
12137321.6%
 
41361121.6%
 
57153521.6%
 
24561621.6%
 
99562721.6%
 
26165321.6%
 
83762421.6%
 
36546321.6%
 
50298621.6%
 
49437521.6%
 
36444121.6%
 
Other values (57)5746.7%
 
ValueCountFrequency (%) 
3304610.8%
 
7024210.8%
 
7139810.8%
 
8322810.8%
 
8651710.8%
 
9468210.8%
 
9800910.8%
 
10362810.8%
 
10531710.8%
 
11383610.8%
 
ValueCountFrequency (%) 
106240654.1%
 
99562721.6%
 
99158432.5%
 
93249354.1%
 
83762421.6%
 
74370332.5%
 
60863832.5%
 
58044343.3%
 
57904521.6%
 
57153521.6%
 

총인구수
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count93
Unique (%)76.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean325254.1393442623
Minimum41742
Maximum672089
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum41742
5-th percentile114618.35
Q1224814
median317436
Q3407036
95-th percentile543072
Maximum672089
Range630347
Interquartile range (IQR)182222

Descriptive statistics

Standard deviation137239.5746
Coefficient of variation (CV)0.4219456664
Kurtosis-0.3571256598
Mean325254.1393
Median Absolute Deviation (MAD)92537
Skewness0.2496895582
Sum39681005
Variance1.883470083e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
67208932.5%
 
35153232.5%
 
50394632.5%
 
22506932.5%
 
47936832.5%
 
40445921.6%
 
28143921.6%
 
31376121.6%
 
30481721.6%
 
36961821.6%
 
28125021.6%
 
45485921.6%
 
13853521.6%
 
40703621.6%
 
34923021.6%
 
39633521.6%
 
54307221.6%
 
37068721.6%
 
47332221.6%
 
54401021.6%
 
37220621.6%
 
48703221.6%
 
29985021.6%
 
26470921.6%
 
17327810.8%
 
Other values (68)6855.7%
 
ValueCountFrequency (%) 
4174210.8%
 
8106710.8%
 
8156510.8%
 
9409710.8%
 
10001310.8%
 
10964610.8%
 
11446910.8%
 
11745610.8%
 
12612010.8%
 
12999710.8%
 
ValueCountFrequency (%) 
67208932.5%
 
58755310.8%
 
54401021.6%
 
54307221.6%
 
52961710.8%
 
52211110.8%
 
50394632.5%
 
49943110.8%
 
48973410.8%
 
48703221.6%
 

1km내 전통시장수
Real number (ℝ≥0)

ZEROS

Distinct count11
Unique (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.098360655737705
Minimum0
Maximum13
Zeros76
Zeros (%)62.3%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile6.9
Maximum13
Range13
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.379005404
Coefficient of variation (CV)2.165960144
Kurtosis10.7144378
Mean1.098360656
Median Absolute Deviation (MAD)0
Skewness3.202411643
Sum134
Variance5.659666712
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
07662.3%
 
12318.9%
 
297.4%
 
432.5%
 
332.5%
 
1121.6%
 
721.6%
 
1310.8%
 
1010.8%
 
810.8%
 
510.8%
 
ValueCountFrequency (%) 
07662.3%
 
12318.9%
 
297.4%
 
332.5%
 
432.5%
 
510.8%
 
721.6%
 
810.8%
 
1010.8%
 
1121.6%
 
ValueCountFrequency (%) 
1310.8%
 
1121.6%
 
1010.8%
 
810.8%
 
721.6%
 
510.8%
 
432.5%
 
332.5%
 
297.4%
 
12318.9%
 

디지털 파크
Categorical

Distinct count3
Unique (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
111
1
 
9
2
 
2
ValueCountFrequency (%) 
011191.0%
 
197.4%
 
221.6%
 

Length

Max length1
Median length1
Mean length1
Min length1

Overview of Unicode Properties

Unique unicode characters3
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
011191.0%
 
197.4%
 
221.6%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number122100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
011191.0%
 
197.4%
 
221.6%
 

Most occurring scripts

ValueCountFrequency (%) 
Common122100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
011191.0%
 
197.4%
 
221.6%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII122100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
011191.0%
 
197.4%
 
221.6%
 

백화점
Real number (ℝ≥0)

ZEROS

Distinct count5
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0491803278688525
Minimum0
Maximum4
Zeros57
Zeros (%)46.7%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile3.95
Maximum4
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.22543606
Coefficient of variation (CV)1.167993745
Kurtosis-0.1389405472
Mean1.049180328
Median Absolute Deviation (MAD)1
Skewness0.9459362652
Sum128
Variance1.501693537
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05746.7%
 
12621.3%
 
22218.0%
 
3108.2%
 
475.7%
 
ValueCountFrequency (%) 
05746.7%
 
12621.3%
 
22218.0%
 
3108.2%
 
475.7%
 
ValueCountFrequency (%) 
475.7%
 
3108.2%
 
22218.0%
 
12621.3%
 
05746.7%
 

20~64세(여)
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count94
Unique (%)77.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean111476.55737704918
Minimum13203
Maximum243916
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum13203
5-th percentile32127.45
Q171743.5
median110323
Q3144002
95-th percentile185176
Maximum243916
Range230713
Interquartile range (IQR)72258.5

Descriptive statistics

Standard deviation51782.34931
Coefficient of variation (CV)0.4645133518
Kurtosis-0.1258010102
Mean111476.5574
Median Absolute Deviation (MAD)36034.5
Skewness0.3855088303
Sum13600140
Variance2681411700
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12015032.5%
 
15922732.5%
 
24391632.5%
 
17393532.5%
 
10506621.6%
 
12939221.6%
 
18517621.6%
 
13000121.6%
 
17057121.6%
 
17927621.6%
 
4399821.6%
 
9402921.6%
 
13728821.6%
 
12029621.6%
 
13418221.6%
 
15470521.6%
 
13378421.6%
 
8395121.6%
 
8972521.6%
 
12824021.6%
 
10225321.6%
 
9049921.6%
 
23143321.6%
 
16101321.6%
 
10359810.8%
 
Other values (69)6956.6%
 
ValueCountFrequency (%) 
1320310.8%
 
2193210.8%
 
2276810.8%
 
2808310.8%
 
2857810.8%
 
2939010.8%
 
3200610.8%
 
3443510.8%
 
3907310.8%
 
4019710.8%
 
ValueCountFrequency (%) 
24391632.5%
 
23143321.6%
 
21140310.8%
 
18517621.6%
 
18129810.8%
 
18023210.8%
 
17927621.6%
 
17393532.5%
 
17057121.6%
 
16799610.8%
 
Distinct count2
Unique (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
109
1
 
13
ValueCountFrequency (%) 
010989.3%
 
11310.7%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

지점명3km내 자사3km내 경쟁3km내 모든주차공간카페(1년)블로그(1년)자동차등록대수주민등록인구경제활동인구지방세부담액1인가구구성원수다인가구구성원수총인구수1km내 전통시장수디지털 파크백화점20~64세(여)마트형태
0서울특별시서울역점0228224795644046312617179077.24010088.8420803105317126120513440020
1서울특별시삼양점0222376516763574313954195793.290544.00408722713983122707121048970
2서울특별시중계점033700362841131579532905332069.859514.70512804783375296170011812980
3서울특별시청량리점055159211124982033346194216826.005980.775559329022234581510011177250
4서울특별시강변점2352089357282134351350219324.600997.41563372934633498001021300530
5서울특별시은평점0001514135185111485480032299724.183737.92488884291414780290011679960
6서울특별시송파점224806143247204574675961421399.8031951.87634516086386720890032439160
7서울특별시월드타워점32537282189204574675961421399.8031951.87634516086386720890122439160
8서울특별시잠실점3253559149621204574675961421399.8031951.87634516086386720890122439160
9서울특별시구로점044831107321116022406664253953.8101046.49441513608794050300031391630

Last rows

지점명3km내 자사3km내 경쟁3km내 모든주차공간카페(1년)블로그(1년)자동차등록대수주민등록인구경제활동인구지방세부담액1인가구구성원수다인가구구성원수총인구수1km내 전통시장수디지털 파크백화점20~64세(여)마트형태
112대구광역시서대구점(폐점)1233762057706175277101540.908548.31240841491941732781104549571
113서울특별시관악점(폐점)01176000103474500094313143.237685.711127333866984994314031802321
114경기도와스타디움점(폐점)235117020129360650918193253.9781174.53736045804433048170021050661
115인천광역시항동점(폐점)02267617315493013513589770.6801086.9517162121373138535000439981
116부산광역시반여점(폐점)01158323150800406102233372.8431049.53400183644414044590001372881
117대전광역시동대전점(폐점)0223207874891226771142927.644458.43371201876092247291101701591
118경기도양주점(폐점)011419855785351222314142693.7461531.2418364206705225069000712521
119충청남도천안아산점(폐점)12380028157139451314395207082.2602080.6936528277233313761001940291
120경기도의정부점(구조조정)02255815124138353451868288380.606929.55412484136114548590001547051
121충청남도천안점(구조조정)0224738875169699652258261581.1001515.42836575715353963350011341821